Overview

Brought to you by YData

Dataset statistics

Number of variables	34
Number of observations	85
Missing cells	318
Missing cells (%)	11.0%
Total size in memory	22.7 KiB
Average record size in memory	273.6 B

Variable types

Numeric	16
Text	18

Alerts

`project_prf_functional_size` has 1 (1.2%) missing values	Missing
`project_prf_normalised_level_1_pdr_ufp` has 1 (1.2%) missing values	Missing
`project_prf_normalised_pdr_ufp` has 1 (1.2%) missing values	Missing
`project_prf_defect_density` has 55 (64.7%) missing values	Missing
`project_prf_speed_of_delivery` has 3 (3.5%) missing values	Missing
`project_prf_manpower_delivery_rate` has 30 (35.3%) missing values	Missing
`project_prf_project_elapsed_time` has 2 (2.4%) missing values	Missing
`project_prf_max_team_size` has 27 (31.8%) missing values	Missing
`tech_tf_tools_used` has 31 (36.5%) missing values	Missing
`people_prf_project_manage_changes` has 55 (64.7%) missing values	Missing
`people_prf_personnel_changes` has 55 (64.7%) missing values	Missing
`project_prf_total_project_cost` has 57 (67.1%) missing values	Missing
`project_prf_defect_density` has 18 (21.2%) zeros	Zeros
`tech_tf_tools_used` has 21 (24.7%) zeros	Zeros
`people_prf_project_manage_changes` has 25 (29.4%) zeros	Zeros
`people_prf_personnel_changes` has 21 (24.7%) zeros	Zeros

Reproduction

Analysis started	2025-05-18 20:34:40.662241
Analysis finished	2025-05-18 20:34:41.155997
Duration	0.49 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

isbsg_project_id
Real number (ℝ)

Distinct	84
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21197.17647

Minimum	10279
Maximum	32725
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Overview

Brought to you by YData

Dataset statistics

Number of variables	36
Number of observations	84
Missing cells	273
Missing cells (%)	9.0%
Total size in memory	23.8 KiB
Average record size in memory	289.6 B

Variable types

Numeric	17
Text	19

Alerts

`Project (PRF) - Functional Size` has 1 (1.2%) missing values	Missing
`Project (PRF) - Normalised Level 1 PDR (ufp)` has 1 (1.2%) missing values	Missing
`Project (PRF) - Normalised PDR (ufp)` has 1 (1.2%) missing values	Missing
`Project (PRF) - Defect Density` has 53 (63.1%) missing values	Missing
`Project (PRF) - Speed of Delivery` has 3 (3.6%) missing values	Missing
`Project (PRF) - Manpower Delivery Rate` has 28 (33.3%) missing values	Missing
`Project (PRF) - Project Elapsed Time` has 2 (2.4%) missing values	Missing
`Project (PRF) - Max Team Size` has 25 (29.8%) missing values	Missing
`People (PRF) - Project manage changes` has 52 (61.9%) missing values	Missing
`People (PRF) - Personnel changes` has 52 (61.9%) missing values	Missing
`Project (PRF) - Total project cost` has 55 (65.5%) missing values	Missing
`Project (PRF) - Defect Density` has 18 (21.4%) zeros	Zeros
`Tech (TF) - Tools Used` has 28 (33.3%) zeros	Zeros
`People (PRF) - Project manage changes` has 27 (32.1%) zeros	Zeros
`People (PRF) - Personnel changes` has 22 (26.2%) zeros	Zeros

Reproduction

Analysis started	2025-05-15 16:31:50.086424
Analysis finished	2025-05-15 16:31:50.656620
Duration	0.57 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ISBSG Project ID
Real number (ℝ)

Distinct	83
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20951.14286

Minimum	10279
Maximum	32010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Overview

Brought to you by YData

Dataset statistics

Number of variables	36
Number of observations	84
Missing cells	273
Missing cells (%)	9.0%
Total size in memory	23.8 KiB
Average record size in memory	289.6 B

Variable types

Numeric	17
Text	19

Alerts

`Project (PRF) - Functional Size` has 1 (1.2%) missing values	Missing
`Project (PRF) - Normalised Level 1 PDR (ufp)` has 1 (1.2%) missing values	Missing
`Project (PRF) - Normalised PDR (ufp)` has 1 (1.2%) missing values	Missing
`Project (PRF) - Defect Density` has 53 (63.1%) missing values	Missing
`Project (PRF) - Speed of Delivery` has 3 (3.6%) missing values	Missing
`Project (PRF) - Manpower Delivery Rate` has 28 (33.3%) missing values	Missing
`Project (PRF) - Project Elapsed Time` has 2 (2.4%) missing values	Missing
`Project (PRF) - Max Team Size` has 25 (29.8%) missing values	Missing
`People (PRF) - Project manage changes` has 52 (61.9%) missing values	Missing
`People (PRF) - Personnel changes` has 52 (61.9%) missing values	Missing
`Project (PRF) - Total project cost` has 55 (65.5%) missing values	Missing
`Project (PRF) - Defect Density` has 18 (21.4%) zeros	Zeros
`Tech (TF) - Tools Used` has 28 (33.3%) zeros	Zeros
`People (PRF) - Project manage changes` has 27 (32.1%) zeros	Zeros
`People (PRF) - Personnel changes` has 22 (26.2%) zeros	Zeros

Reproduction

Analysis started	2025-05-15 16:31:50.086424
Analysis finished	2025-05-15 16:31:50.656620
Duration	0.57 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ISBSG Project ID
Real number (ℝ)

Distinct	83
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20951.14286

Minimum	10279
Maximum	32010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	10279
5-th percentile	11499.4
Q1	14928
median	20465
Q3	27063
95-th percentile	31166
Maximum	32725
Range	22446
Interquartile range (IQR)	12135

Descriptive statistics

Standard deviation	6796.647824
Coefficient of variation (CV)	0.3206392999
Kurtosis	-1.347349809
Mean	21197.17647
Median Absolute Deviation (MAD)	6120
Skewness	0.08873218267
Sum	1801760
Variance	46194421.65
Monotonicity	Increasing

Quantile statistics

Minimum	10279
5-th percentile	11498.8
Q1	14851.25
median	20162
Q3	26671.25
95-th percentile	31036.25
Maximum	32010
Range	21731
Interquartile range (IQR)	11820

Descriptive statistics

Standard deviation	6595.852569
Coefficient of variation (CV)	0.3148206575
Kurtosis	-1.345390458
Mean	20951.14286
Median Absolute Deviation (MAD)	5832
Skewness	0.07811841109
Sum	1759896
Variance	43505271.11
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31166	2	2.4%
10279	1	1.2%
25081	1	1.2%
26585	1	1.2%
26422	1	1.2%
26195	1	1.2%
26034	1	1.2%
25559	1	1.2%
25480	1	1.2%
25415	1	1.2%
Other values (74)	74	87.1%

Value	Count	Frequency (%)
10279	1	1.2%
10317	1	1.2%
10572	1	1.2%
11278	1	1.2%
11497	1	1.2%

Value	Count	Frequency (%)
32725	1	1.2%
32692	1	1.2%
32296	1	1.2%
31969	1	1.2%
31166	2	2.4%

external_eef_data_quality_rating
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31166	2	2.4%
10279	1	1.2%
24701	1	1.2%
26422	1	1.2%
26195	1	1.2%
26034	1	1.2%
25559	1	1.2%
25480	1	1.2%
25415	1	1.2%
25247	1	1.2%
Other values (73)	73	86.9%

Value	Count	Frequency (%)
10279	1	1.2%
10317	1	1.2%
10572	1	1.2%
11278	1	1.2%
11497	1	1.2%

Value	Count	Frequency (%)
32010	1	1.2%
31969	1	1.2%
31166	2	2.4%
31103	1	1.2%
30658	1	1.2%

External (EEF) - Data Quality Rating
Text

Distinct	4
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31166	2	2.4%
10279	1	1.2%
24701	1	1.2%
26422	1	1.2%
26195	1	1.2%
26034	1	1.2%
25559	1	1.2%
25480	1	1.2%
25415	1	1.2%
25247	1	1.2%
Other values (73)	73	86.9%

Value	Count	Frequency (%)
10279	1	1.2%
10317	1	1.2%
10572	1	1.2%
11278	1	1.2%
11497	1	1.2%

Value	Count	Frequency (%)
32010	1	1.2%
31969	1	1.2%
31166	2	2.4%
31103	1	1.2%
30658	1	1.2%

External (EEF) - Data Quality Rating
Text

Distinct	4
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	85
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	b
2nd row	b
3rd row	b
4th row	a
5th row	b

Value	Count	Frequency (%)
b	60	70.6%
a	25	29.4%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	84
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	A
5th row	B

Value	Count	Frequency (%)
b	57	67.9%
a	25	29.8%
c	1	1.2%
d	1	1.2%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	84
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	A
5th row	B

Value	Count	Frequency (%)
b	57	67.9%
a	25	29.8%
c	1	1.2%
d	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
b	60	70.6%
a	25	29.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	85	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
b	60	70.6%
a	25	29.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	85	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
b	60	70.6%
a	25	29.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	85	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
b	60	70.6%
a	25	29.4%

project_prf_year_of_project
Real number (ℝ)

Distinct	9
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.376471

Minimum	2005
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Project (PRF) - Year of Project
Real number (ℝ)

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.369048

Minimum	2005
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	84	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	57	67.9%
A	25	29.8%
C	1	1.2%
D	1	1.2%

Project (PRF) - Year of Project
Real number (ℝ)

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.369048

Minimum	2005
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	2005
5-th percentile	2009
Q1	2010
median	2012
Q3	2013
95-th percentile	2014
Maximum	2015
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.132383367
Coefficient of variation (CV)	0.001060161237
Kurtosis	-0.6246213059
Mean	2011.376471
Median Absolute Deviation (MAD)	2
Skewness	-0.1834733938
Sum	170967
Variance	4.547058824
Monotonicity	Not monotonic

Quantile statistics

Minimum	2005
5-th percentile	2008.15
Q1	2009.75
median	2012
Q3	2013
95-th percentile	2014
Maximum	2015
Range	10
Interquartile range (IQR)	3.25

Descriptive statistics

Standard deviation	2.166445993
Coefficient of variation (CV)	0.001077100195
Kurtosis	-0.6793771425
Mean	2011.369048
Median Absolute Deviation (MAD)	2
Skewness	-0.2069757105
Sum	168955
Variance	4.693488239
Monotonicity	Not monotonic

Quantile statistics

Minimum	2005
5-th percentile	2008.15
Q1	2009.75
median	2012
Q3	2013
95-th percentile	2014
Maximum	2015
Range	10
Interquartile range (IQR)	3.25

Descriptive statistics

Standard deviation	2.166445993
Coefficient of variation (CV)	0.001077100195
Kurtosis	-0.6793771425
Mean	2011.369048
Median Absolute Deviation (MAD)	2
Skewness	-0.2069757105
Sum	168955
Variance	4.693488239
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2010	17	20.0%
2009	16	18.8%
2013	14	16.5%
2014	13	15.3%
2012	13	15.3%
2015	4	4.7%
2011	4	4.7%
2008	3	3.5%
2005	1	1.2%

Value	Count	Frequency (%)
2005	1	1.2%
2008	3	3.5%
2009	16	18.8%
2010	17	20.0%
2011	4	4.7%

Value	Count	Frequency (%)
2015	4	4.7%
2014	13	15.3%
2013	14	16.5%
2012	13	15.3%
2011	4	4.7%

external_eef_industry_sector
Text

Distinct	12
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2009	16	19.0%
2010	15	17.9%
2013	14	16.7%
2014	13	15.5%
2012	13	15.5%
2015	4	4.8%
2011	4	4.8%
2008	4	4.8%
2005	1	1.2%

Value	Count	Frequency (%)
2005	1	1.2%
2008	4	4.8%
2009	16	19.0%
2010	15	17.9%
2011	4	4.8%

Value	Count	Frequency (%)
2015	4	4.8%
2014	13	15.5%
2013	14	16.7%
2012	13	15.5%
2011	4	4.8%

External (EEF) - Industry Sector
Text

Distinct	11
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2009	16	19.0%
2010	15	17.9%
2013	14	16.7%
2014	13	15.5%
2012	13	15.5%
2015	4	4.8%
2011	4	4.8%
2008	4	4.8%
2005	1	1.2%

Value	Count	Frequency (%)
2005	1	1.2%
2008	4	4.8%
2009	16	19.0%
2010	15	17.9%
2011	4	4.8%

Value	Count	Frequency (%)
2015	4	4.8%
2014	13	15.5%
2013	14	16.7%
2012	13	15.5%
2011	4	4.8%

External (EEF) - Industry Sector
Text

Distinct	11
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	23
Median length	21
Mean length	10.94117647
Min length	7

Characters and Unicode

Total characters	930
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	5.9%

Sample

1st row	banking
2nd row	government
3rd row	government
4th row	service industry
5th row	banking

Value	Count	Frequency (%)
banking	25	21.6%
government	20	17.2%
service	14	12.1%
industry	14	12.1%
education	13	11.2%
	7	6.0%
care	3	2.6%
computers	3	2.6%
electronics	3	2.6%
health	3	2.6%
Other values (8)	11	9.5%

Length

Max length	23
Median length	21
Mean length	11.03571429
Min length	7

Characters and Unicode

Total characters	927
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	4.8%

Sample

1st row	Banking
2nd row	Government
3rd row	Government
4th row	Service Industry
5th row	Banking

Value	Count	Frequency (%)
banking	24	20.9%
government	20	17.4%
service	14	12.2%
industry	14	12.2%
education	13	11.3%
	7	6.1%
care	3	2.6%
computers	3	2.6%
electronics	3	2.6%
health	3	2.6%
Other values (7)	11	9.6%

Length

Max length	23
Median length	21
Mean length	11.03571429
Min length	7

Characters and Unicode

Total characters	927
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	4.8%

Sample

1st row	Banking
2nd row	Government
3rd row	Government
4th row	Service Industry
5th row	Banking

Value	Count	Frequency (%)
banking	24	20.9%
government	20	17.4%
service	14	12.2%
industry	14	12.2%
education	13	11.3%
	7	6.1%
care	3	2.6%
computers	3	2.6%
electronics	3	2.6%
health	3	2.6%
Other values (7)	11	9.6%

Most occurring characters

Value	Count	Frequency (%)
n	129	13.9%
e	103	11.1%
i	84	9.0%
t	62	6.7%
r	60	6.5%
a	56	6.0%
g	48	5.2%
c	47	5.1%
o	42	4.5%
s	38	4.1%
Other values (15)	261	28.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	930	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	103	11.1%
i	84	9.0%
t	62	6.7%
r	60	6.5%
a	56	6.0%
g	48	5.2%
c	47	5.1%
o	42	4.5%
s	38	4.1%
Other values (15)	261	28.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	930	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	103	11.1%
i	84	9.0%
t	62	6.7%
r	60	6.5%
a	56	6.0%
g	48	5.2%
c	47	5.1%
o	42	4.5%
s	38	4.1%
Other values (15)	261	28.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	930	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	103	11.1%
i	84	9.0%
t	62	6.7%
r	60	6.5%
a	56	6.0%
g	48	5.2%
c	47	5.1%
o	42	4.5%
s	38	4.1%
Other values (15)	261	28.1%

external_eef_organisation_type
Text

Distinct	25
Distinct (%)	29.4%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

External (EEF) - Organisation Type
Text

Distinct	25
Distinct (%)	29.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	927	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	129	13.9%
e	86	9.3%
i	67	7.2%
t	61	6.6%
r	60	6.5%
a	57	6.1%
o	42	4.5%
c	41	4.4%
u	37	4.0%
v	34	3.7%
Other values (23)	313	33.8%

External (EEF) - Organisation Type
Text

Distinct	25
Distinct (%)	29.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	130
Median length	58
Mean length	53.85882353
Min length	6

Characters and Unicode

Total characters	4578
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	15.3%

Sample

1st row	banking; communications; education institution; government; medical and health care; transport & storage; wholesale & retail trade
2nd row	government
3rd row	government
4th row	community services
5th row	banking; communications; education institution; government; medical and health care; transport & storage; wholesale & retail trade

Value	Count	Frequency (%)
	62	11.1%
government	45	8.1%
education	37	6.6%
institution	37	6.6%
transport	27	4.8%
storage	27	4.8%
medical	26	4.7%
and	26	4.7%
health	26	4.7%
care	26	4.7%
Other values (43)	220	39.4%

Length

Max length	254
Median length	91
Mean length	54.94047619
Min length	8

Characters and Unicode

Total characters	4615
Distinct characters	45
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	15.5%

Sample

1st row	Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking;
2nd row	Government;
3rd row	Government;
4th row	Community Services;
5th row	Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking;

Value	Count	Frequency (%)
	64	16.2%
and	26	6.6%
health	26	6.6%
retail	24	6.1%
trade;transport	24	6.1%
storage;communications;medical	24	6.1%
government;education	23	5.8%
institution;wholesale	23	5.8%
care;banking	23	5.8%
government	19	4.8%
Other values (52)	120	30.3%

Length

Max length	254
Median length	91
Mean length	54.94047619
Min length	8

Characters and Unicode

Total characters	4615
Distinct characters	45
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	15.5%

Sample

1st row	Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking;
2nd row	Government;
3rd row	Government;
4th row	Community Services;
5th row	Government;Education Institution;Wholesale & Retail Trade;Transport & Storage;Communications;Medical and Health Care;Banking;

Value	Count	Frequency (%)
	64	16.2%
and	26	6.6%
health	26	6.6%
retail	24	6.1%
trade;transport	24	6.1%
storage;communications;medical	24	6.1%
government;education	23	5.8%
institution;wholesale	23	5.8%
care;banking	23	5.8%
government	19	4.8%
Other values (52)	120	30.3%

Most occurring characters

Value	Count	Frequency (%)
	474	10.4%
t	451	9.9%
e	434	9.5%
n	390	8.5%
a	359	7.8%
i	355	7.8%
o	275	6.0%
r	254	5.5%
s	191	4.2%
c	191	4.2%
Other values (19)	1204	26.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4578	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	474	10.4%
t	451	9.9%
e	434	9.5%
n	390	8.5%
a	359	7.8%
i	355	7.8%
o	275	6.0%
r	254	5.5%
s	191	4.2%
c	191	4.2%
Other values (19)	1204	26.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4578	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	474	10.4%
t	451	9.9%
e	434	9.5%
n	390	8.5%
a	359	7.8%
i	355	7.8%
o	275	6.0%
r	254	5.5%
s	191	4.2%
c	191	4.2%
Other values (19)	1204	26.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4578	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	474	10.4%
t	451	9.9%
e	434	9.5%
n	390	8.5%
a	359	7.8%
i	355	7.8%
o	275	6.0%
r	254	5.5%
s	191	4.2%
c	191	4.2%
Other values (19)	1204	26.3%

project_prf_application_group
Text

Distinct	5
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Project (PRF) - Application Group
Text

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4615	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	401	8.7%
n	399	8.6%
e	376	8.1%
a	358	7.8%
i	319	6.9%
	312	6.8%
o	282	6.1%
;	260	5.6%
r	238	5.2%
s	162	3.5%
Other values (35)	1508	32.7%

Project (PRF) - Application Group
Text

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	36
Median length	20
Mean length	19.51764706
Min length	7

Characters and Unicode

Total characters	1659
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	business application
2nd row	business application
3rd row	business application
4th row	business application
5th row	business application

Value	Count	Frequency (%)
application	78	47.3%
business	75	45.5%
missing	5	3.0%
real-time	2	1.2%
infrastructure	2	1.2%
software	2	1.2%
mathematically-intensive	1	0.6%

Length

Max length	36
Median length	20
Mean length	19.51190476
Min length	7

Characters and Unicode

Total characters	1639
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Business Application
2nd row	Business Application
3rd row	Business Application
4th row	Business Application
5th row	Business Application

Value	Count	Frequency (%)
application	77	47.2%
business	74	45.4%
missing	5	3.1%
real-time	2	1.2%
infrastructure	2	1.2%
software	2	1.2%
mathematically-intensive	1	0.6%

Length

Max length	36
Median length	20
Mean length	19.51190476
Min length	7

Characters and Unicode

Total characters	1639
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Business Application
2nd row	Business Application
3rd row	Business Application
4th row	Business Application
5th row	Business Application

Value	Count	Frequency (%)
application	77	47.2%
business	74	45.4%
missing	5	3.1%
real-time	2	1.2%
infrastructure	2	1.2%
software	2	1.2%
mathematically-intensive	1	0.6%

Most occurring characters

Value	Count	Frequency (%)
i	248	14.9%
s	240	14.5%
a	165	9.9%
n	162	9.8%
p	156	9.4%
t	89	5.4%
e	86	5.2%
l	82	4.9%
c	81	4.9%
o	80	4.8%
Other values (13)	270	16.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1659	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	248	14.9%
s	240	14.5%
a	165	9.9%
n	162	9.8%
p	156	9.4%
t	89	5.4%
e	86	5.2%
l	82	4.9%
c	81	4.9%
o	80	4.8%
Other values (13)	270	16.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1659	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	248	14.9%
s	240	14.5%
a	165	9.9%
n	162	9.8%
p	156	9.4%
t	89	5.4%
e	86	5.2%
l	82	4.9%
c	81	4.9%
o	80	4.8%
Other values (13)	270	16.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1659	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	248	14.9%
s	240	14.5%
a	165	9.9%
n	162	9.8%
p	156	9.4%
t	89	5.4%
e	86	5.2%
l	82	4.9%
c	81	4.9%
o	80	4.8%
Other values (13)	270	16.3%

project_prf_application_type
Text

Distinct	32
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Project (PRF) - Application Type
Text

Distinct	32
Distinct (%)	38.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1639	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	242	14.8%
s	235	14.3%
n	160	9.8%
p	154	9.4%
a	86	5.2%
t	86	5.2%
e	85	5.2%
l	81	4.9%
c	80	4.9%
	79	4.8%
Other values (18)	351	21.4%

Project (PRF) - Application Type
Text

Distinct	32
Distinct (%)	38.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	216
Median length	100
Mean length	36.23529412
Min length	3

Characters and Unicode

Total characters	3080
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	24.7%

Sample

1st row	surveillance and security
2nd row	business application
3rd row	business application
4th row	complex process control; workflow support & management
5th row	surveillance and security

Value	Count	Frequency (%)
management	32	8.9%
and	29	8.1%
security	25	6.9%
surveillance	24	6.7%
system	16	4.4%
application	15	4.2%
business	14	3.9%
	12	3.3%
website	11	3.1%
dynamic	11	3.1%
Other values (69)	171	47.5%

Length

Max length	255
Median length	101
Mean length	39.5952381
Min length	4

Characters and Unicode

Total characters	3326
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	25.0%

Sample

1st row	Surveillance and security;
2nd row	Business Application;
3rd row	Business Application;
4th row	Workflow support & management;Complex process control;
5th row	Surveillance and security;

Value	Count	Frequency (%)
and	29	8.6%
security	24	7.1%
surveillance	23	6.8%
management	22	6.5%
application	15	4.5%
business	14	4.2%
	12	3.6%
system;dynamic	11	3.3%
website	11	3.3%
or	10	3.0%
Other values (80)	166	49.3%

Length

Max length	255
Median length	101
Mean length	39.5952381
Min length	4

Characters and Unicode

Total characters	3326
Distinct characters	51
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	25.0%

Sample

1st row	Surveillance and security;
2nd row	Business Application;
3rd row	Business Application;
4th row	Workflow support & management;Complex process control;
5th row	Surveillance and security;

Value	Count	Frequency (%)
and	29	8.6%
security	24	7.1%
surveillance	23	6.8%
management	22	6.5%
application	15	4.5%
business	14	4.2%
	12	3.6%
system;dynamic	11	3.3%
website	11	3.3%
or	10	3.0%
Other values (80)	166	49.3%

Most occurring characters

Value	Count	Frequency (%)
e	310	10.1%
n	280	9.1%
	275	8.9%
a	252	8.2%
s	223	7.2%
i	217	7.0%
t	216	7.0%
c	161	5.2%
r	156	5.1%
o	154	5.0%
Other values (24)	836	27.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3080	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	310	10.1%
n	280	9.1%
	275	8.9%
a	252	8.2%
s	223	7.2%
i	217	7.0%
t	216	7.0%
c	161	5.2%
r	156	5.1%
o	154	5.0%
Other values (24)	836	27.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3080	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	310	10.1%
n	280	9.1%
	275	8.9%
a	252	8.2%
s	223	7.2%
i	217	7.0%
t	216	7.0%
c	161	5.2%
r	156	5.1%
o	154	5.0%
Other values (24)	836	27.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3080	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	310	10.1%
n	280	9.1%
	275	8.9%
a	252	8.2%
s	223	7.2%
i	217	7.0%
t	216	7.0%
c	161	5.2%
r	156	5.1%
o	154	5.0%
Other values (24)	836	27.1%

project_prf_development_type
Text

Distinct	3
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Project (PRF) - Development Type
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3326	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	322	9.7%
n	301	9.0%
	253	7.6%
a	243	7.3%
t	227	6.8%
i	225	6.8%
s	198	6.0%
r	166	5.0%
o	166	5.0%
c	144	4.3%
Other values (41)	1081	32.5%

Project (PRF) - Development Type
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	15
Median length	11
Mean length	12.64705882
Min length	11

Characters and Unicode

Total characters	1075
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	enhancement
2nd row	enhancement
3rd row	enhancement
4th row	enhancement
5th row	enhancement

Value	Count	Frequency (%)
enhancement	49	41.9%
new	32	27.4%
development	32	27.4%
re-development	4	3.4%

Length

Max length	15
Median length	11
Mean length	12.66666667
Min length	11

Characters and Unicode

Total characters	1064
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Enhancement
2nd row	Enhancement
3rd row	Enhancement
4th row	Enhancement
5th row	Enhancement

Value	Count	Frequency (%)
enhancement	48	41.4%
new	32	27.6%
development	32	27.6%
re-development	4	3.4%

Length

Max length	15
Median length	11
Mean length	12.66666667
Min length	11

Characters and Unicode

Total characters	1064
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Enhancement
2nd row	Enhancement
3rd row	Enhancement
4th row	Enhancement
5th row	Enhancement

Value	Count	Frequency (%)
enhancement	48	41.4%
new	32	27.6%
development	32	27.6%
re-development	4	3.4%

Most occurring characters

Value	Count	Frequency (%)
e	291	27.1%
n	215	20.0%
m	85	7.9%
t	85	7.9%
h	49	4.6%
a	49	4.6%
c	49	4.6%
d	36	3.3%
v	36	3.3%
l	36	3.3%
Other values (6)	144	13.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1075	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	291	27.1%
n	215	20.0%
m	85	7.9%
t	85	7.9%
h	49	4.6%
a	49	4.6%
c	49	4.6%
d	36	3.3%
v	36	3.3%
l	36	3.3%
Other values (6)	144	13.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1075	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	291	27.1%
n	215	20.0%
m	85	7.9%
t	85	7.9%
h	49	4.6%
a	49	4.6%
c	49	4.6%
d	36	3.3%
v	36	3.3%
l	36	3.3%
Other values (6)	144	13.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1075	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	291	27.1%
n	215	20.0%
m	85	7.9%
t	85	7.9%
h	49	4.6%
a	49	4.6%
c	49	4.6%
d	36	3.3%
v	36	3.3%
l	36	3.3%
Other values (6)	144	13.4%

tech_tf_development_platform
Text

Distinct	5
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Tech (TF) - Development Platform
Text

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1064	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	240	22.6%
n	180	16.9%
m	84	7.9%
t	84	7.9%
E	48	4.5%
h	48	4.5%
a	48	4.5%
c	48	4.5%
v	36	3.4%
p	36	3.4%
Other values (9)	212	19.9%

Tech (TF) - Development Platform
Text

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	11
Median length	2
Mean length	4.470588235
Min length	2

Characters and Unicode

Total characters	380
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	pc
2nd row	Missing
3rd row	Missing
4th row	multi
5th row	pc

Value	Count	Frequency (%)
pc	48	56.5%
missing	15	17.6%
proprietary	12	14.1%
multi	9	10.6%
mr	1	1.2%

Length

Max length	11
Median length	2
Mean length	4.285714286
Min length	2

Characters and Unicode

Total characters	360
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	PC
2nd row	Missing
3rd row	Missing
4th row	Multi
5th row	PC

Value	Count	Frequency (%)
pc	49	58.3%
missing	15	17.9%
proprietary	10	11.9%
multi	9	10.7%
mr	1	1.2%

Length

Max length	11
Median length	2
Mean length	4.285714286
Min length	2

Characters and Unicode

Total characters	360
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	PC
2nd row	Missing
3rd row	Missing
4th row	Multi
5th row	PC

Value	Count	Frequency (%)
pc	49	58.3%
missing	15	17.9%
proprietary	10	11.9%
multi	9	10.7%
mr	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
p	72	18.9%
i	51	13.4%
c	48	12.6%
r	37	9.7%
s	30	7.9%
t	21	5.5%
M	15	3.9%
n	15	3.9%
g	15	3.9%
o	12	3.2%
Other values (6)	64	16.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	380	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
p	72	18.9%
i	51	13.4%
c	48	12.6%
r	37	9.7%
s	30	7.9%
t	21	5.5%
M	15	3.9%
n	15	3.9%
g	15	3.9%
o	12	3.2%
Other values (6)	64	16.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	380	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
p	72	18.9%
i	51	13.4%
c	48	12.6%
r	37	9.7%
s	30	7.9%
t	21	5.5%
M	15	3.9%
n	15	3.9%
g	15	3.9%
o	12	3.2%
Other values (6)	64	16.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	380	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
p	72	18.9%
i	51	13.4%
c	48	12.6%
r	37	9.7%
s	30	7.9%
t	21	5.5%
M	15	3.9%
n	15	3.9%
g	15	3.9%
o	12	3.2%
Other values (6)	64	16.8%

tech_tf_language_type
Text

Distinct	3
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Tech (TF) - Language Type
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	59	16.4%
i	49	13.6%
C	49	13.6%
s	30	8.3%
r	30	8.3%
M	25	6.9%
t	19	5.3%
n	15	4.2%
g	15	4.2%
y	10	2.8%
Other values (7)	59	16.4%

Tech (TF) - Language Type
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	255
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3GL
2nd row	4GL
3rd row	4GL
4th row	3GL
5th row	3GL

Value	Count	Frequency (%)
3gl	55	64.7%
4gl	18	21.2%
5gl	12	14.1%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3GL
2nd row	4GL
3rd row	4GL
4th row	3GL
5th row	3GL

Value	Count	Frequency (%)
3gl	56	66.7%
4gl	18	21.4%
5gl	10	11.9%

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	252
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3GL
2nd row	4GL
3rd row	4GL
4th row	3GL
5th row	3GL

Value	Count	Frequency (%)
3gl	56	66.7%
4gl	18	21.4%
5gl	10	11.9%

Most occurring characters

Value	Count	Frequency (%)
G	85	33.3%
L	85	33.3%
3	55	21.6%
4	18	7.1%
5	12	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	255	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	85	33.3%
L	85	33.3%
3	55	21.6%
4	18	7.1%
5	12	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	255	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	85	33.3%
L	85	33.3%
3	55	21.6%
4	18	7.1%
5	12	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	255	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	85	33.3%
L	85	33.3%
3	55	21.6%
4	18	7.1%
5	12	4.7%

tech_tf_primary_programming_language
Text

Distinct	9
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Tech (TF) - Primary Programming Language
Text

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	252	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	84	33.3%
L	84	33.3%
3	56	22.2%
4	18	7.1%
5	10	4.0%

Tech (TF) - Primary Programming Language
Text

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	26
Median length	10
Mean length	6.635294118
Min length	2

Characters and Unicode

Total characters	564
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	c#
2nd row	.net
3rd row	oracle
4th row	javascript
5th row	c#

Value	Count	Frequency (%)
c	36	33.0%
java	16	14.7%
proprietary	12	11.0%
agile	12	11.0%
platform	12	11.0%
oracle	9	8.3%
net	8	7.3%
javascript	2	1.8%
abap	1	0.9%
pl/i	1	0.9%

Length

Max length	26
Median length	10
Mean length	6.119047619
Min length	2

Characters and Unicode

Total characters	514
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	C#
2nd row	.Net
3rd row	Oracle
4th row	JavaScript
5th row	C#

Value	Count	Frequency (%)
c	37	35.6%
java	16	15.4%
proprietary	10	9.6%
agile	10	9.6%
platform	10	9.6%
oracle	9	8.7%
net	8	7.7%
javascript	2	1.9%
abap	1	1.0%
pl/i	1	1.0%

Length

Max length	26
Median length	10
Mean length	6.119047619
Min length	2

Characters and Unicode

Total characters	514
Distinct characters	29
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	C#
2nd row	.Net
3rd row	Oracle
4th row	JavaScript
5th row	C#

Value	Count	Frequency (%)
c	37	35.6%
java	16	15.4%
proprietary	10	9.6%
agile	10	9.6%
platform	10	9.6%
oracle	9	8.7%
net	8	7.7%
javascript	2	1.9%
abap	1	1.0%
pl/i	1	1.0%

Most occurring characters

Value	Count	Frequency (%)
a	83	14.7%
r	59	10.5%
c	47	8.3%
e	41	7.3%
p	40	7.1%
t	34	6.0%
#	34	6.0%
l	34	6.0%
o	33	5.9%
i	27	4.8%
Other values (13)	132	23.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	564	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	83	14.7%
r	59	10.5%
c	47	8.3%
e	41	7.3%
p	40	7.1%
t	34	6.0%
#	34	6.0%
l	34	6.0%
o	33	5.9%
i	27	4.8%
Other values (13)	132	23.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	564	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	83	14.7%
r	59	10.5%
c	47	8.3%
e	41	7.3%
p	40	7.1%
t	34	6.0%
#	34	6.0%
l	34	6.0%
o	33	5.9%
i	27	4.8%
Other values (13)	132	23.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	564	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	83	14.7%
r	59	10.5%
c	47	8.3%
e	41	7.3%
p	40	7.1%
t	34	6.0%
#	34	6.0%
l	34	6.0%
o	33	5.9%
i	27	4.8%
Other values (13)	132	23.4%

project_prf_functional_size
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	89.3%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	188.4642857

Minimum	2
Maximum	2003
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Project (PRF) - Functional Size
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	90.4%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	240.3493976

Minimum	2
Maximum	5393
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	514	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	65	12.6%
r	51	9.9%
C	37	7.2%
e	37	7.2%
#	35	6.8%
t	30	5.8%
l	29	5.6%
P	22	4.3%
i	22	4.3%
	20	3.9%
Other values (19)	166	32.3%

Project (PRF) - Functional Size
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	90.4%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	240.3493976

Minimum	2
Maximum	5393
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	2
5-th percentile	8.15
Q1	23.75
median	83.5
Q3	170.25
95-th percentile	740.05
Maximum	2003
Range	2001
Interquartile range (IQR)	146.5

Descriptive statistics

Standard deviation	316.1823268
Coefficient of variation (CV)	1.677677686
Kurtosis	14.74613788
Mean	188.4642857
Median Absolute Deviation (MAD)	65.5
Skewness	3.474101537
Sum	15831
Variance	99971.26377
Monotonicity	Not monotonic

Quantile statistics

Minimum	2
5-th percentile	8.1
Q1	24.5
median	85
Q3	172.5
95-th percentile	742.7
Maximum	5393
Range	5391
Interquartile range (IQR)	148

Descriptive statistics

Standard deviation	643.2239574
Coefficient of variation (CV)	2.676203743
Kurtosis	51.73593346
Mean	240.3493976
Median Absolute Deviation (MAD)	67
Skewness	6.723330608
Sum	19949
Variance	413737.0594
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72	2	2.4%
51	2	2.4%
15	2	2.4%
16	2	2.4%
45	2	2.4%
18	2	2.4%
138	2	2.4%
13	2	2.4%
243	2	2.4%
209	1	1.2%
Other values (65)	65	76.5%

Value	Count	Frequency (%)
2	1	1.2%
3	1	1.2%
4	1	1.2%
5	1	1.2%
8	1	1.2%

Value	Count	Frequency (%)
2003	1	1.2%
1371	1	1.2%
995	1	1.2%
912	1	1.2%
748	1	1.2%

project_prf_relative_size
Text

Distinct	7
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
243	2	2.4%
138	2	2.4%
72	2	2.4%
45	2	2.4%
13	2	2.4%
18	2	2.4%
51	2	2.4%
15	2	2.4%
155	1	1.2%
113	1	1.2%
Other values (65)	65	77.4%

Value	Count	Frequency (%)
2	1	1.2%
3	1	1.2%
4	1	1.2%
5	1	1.2%
8	1	1.2%

Value	Count	Frequency (%)
5393	1	1.2%
2003	1	1.2%
1107	1	1.2%
912	1	1.2%
748	1	1.2%

Project (PRF) - Relative Size
Text

Distinct	8
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	2
Mean length	1.833333333
Min length	1

Characters and Unicode

Total characters	154
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	XS
2nd row	XXS
3rd row	S
4th row	S
5th row	S

Value	Count	Frequency (%)
m1	24	28.6%
s	23	27.4%
xs	17	20.2%
m2	10	11.9%
xxs	6	7.1%
l	2	2.4%
missing	1	1.2%
xl	1	1.2%

Length

Max length	7
Median length	2
Mean length	1.835294118
Min length	1

Characters and Unicode

Total characters	156
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	xs
2nd row	xxs
3rd row	s
4th row	s
5th row	s

Value	Count	Frequency (%)
m1	24	28.2%
s	23	27.1%
xs	18	21.2%
m2	11	12.9%
xxs	6	7.1%
l	2	2.4%
missing	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
s	49	31.4%
m	35	22.4%
x	30	19.2%
1	24	15.4%
2	11	7.1%
l	2	1.3%
i	2	1.3%
M	1	0.6%
n	1	0.6%
g	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	49	31.4%
m	35	22.4%
x	30	19.2%
1	24	15.4%
2	11	7.1%
l	2	1.3%
i	2	1.3%
M	1	0.6%
n	1	0.6%
g	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	49	31.4%
m	35	22.4%
x	30	19.2%
1	24	15.4%
2	11	7.1%
l	2	1.3%
i	2	1.3%
M	1	0.6%
n	1	0.6%
g	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	156	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	49	31.4%
m	35	22.4%
x	30	19.2%
1	24	15.4%
2	11	7.1%
l	2	1.3%
i	2	1.3%
M	1	0.6%
n	1	0.6%
g	1	0.6%

project_prf_normalised_work_effort
Real number (ℝ)

Distinct	78
Distinct (%)	91.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2590.352941

Minimum	6
Maximum	60047
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Project (PRF) - Normalised Work Effort Level 1
Real number (ℝ)

Distinct	75
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2935.77381

Minimum	6
Maximum	52743
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	2
Mean length	1.833333333
Min length	1

Characters and Unicode

Total characters	154
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	XS
2nd row	XXS
3rd row	S
4th row	S
5th row	S

Value	Count	Frequency (%)
m1	24	28.6%
s	23	27.4%
xs	17	20.2%
m2	10	11.9%
xxs	6	7.1%
l	2	2.4%
missing	1	1.2%
xl	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	154	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	46	29.9%
M	35	22.7%
X	30	19.5%
1	24	15.6%
2	10	6.5%
L	3	1.9%
i	2	1.3%
s	2	1.3%
n	1	0.6%
g	1	0.6%

Project (PRF) - Normalised Work Effort Level 1
Real number (ℝ)

Distinct	75
Distinct (%)	89.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2935.77381

Minimum	6
Maximum	52743
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	6
5-th percentile	20.45
Q1	77.75
median	470.5
Q3	1020
95-th percentile	17835.85
Maximum	52743
Range	52737
Interquartile range (IQR)	942.25

Descriptive statistics

Standard deviation	8964.92715
Coefficient of variation (CV)	3.053684559
Kurtosis	20.02953006
Mean	2935.77381
Median Absolute Deviation (MAD)	419
Skewness	4.429219637
Sum	246605
Variance	80369918.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	4	4.8%
20	3	3.6%
1020	2	2.4%
225	2	2.4%
125	2	2.4%
51	2	2.4%
52743	1	1.2%
98	1	1.2%
606	1	1.2%
326	1	1.2%
Other values (65)	65	77.4%

Value	Count	Frequency (%)
6	1	1.2%
9	1	1.2%
20	3	3.6%
23	1	1.2%
27	1	1.2%

Value	Count	Frequency (%)
52743	1	1.2%
47493	1	1.2%
36593	1	1.2%
19795	1	1.2%
19606	1	1.2%

Project (PRF) - Normalised Work Effort
Real number (ℝ)

Distinct	77
Distinct (%)	91.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3219.678571

Minimum	6
Maximum	60047
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	6
5-th percentile	28.2
Q1	82
median	489
Q3	1047
95-th percentile	7651.4
Maximum	60047
Range	60041
Interquartile range (IQR)	965

Descriptive statistics

Standard deviation	8670.472883
Coefficient of variation (CV)	3.3472168
Kurtosis	31.13882027
Mean	2590.352941
Median Absolute Deviation (MAD)	415
Skewness	5.418457547
Sum	220180
Variance	75177100.02
Monotonicity	Not monotonic

Quantile statistics

Minimum	6
5-th percentile	28.15
Q1	85.75
median	474.5
Q3	1060.75
95-th percentile	17835.85
Maximum	60047
Range	60041
Interquartile range (IQR)	975

Descriptive statistics

Standard deviation	10291.49514
Coefficient of variation (CV)	3.19643558
Kurtosis	20.48585782
Mean	3219.678571
Median Absolute Deviation (MAD)	411
Skewness	4.520505544
Sum	270453
Variance	105914872.2
Monotonicity	Not monotonic

Quantile statistics

Minimum	6
5-th percentile	28.15
Q1	85.75
median	474.5
Q3	1060.75
95-th percentile	17835.85
Maximum	60047
Range	60041
Interquartile range (IQR)	975

Descriptive statistics

Standard deviation	10291.49514
Coefficient of variation (CV)	3.19643558
Kurtosis	20.48585782
Mean	3219.678571
Median Absolute Deviation (MAD)	411
Skewness	4.520505544
Sum	270453
Variance	105914872.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	4	4.7%
225	2	2.4%
1105	2	2.4%
125	2	2.4%
51	2	2.4%
52	1	1.2%
667	1	1.2%
4393	1	1.2%
98	1	1.2%
606	1	1.2%
Other values (68)	68	80.0%

Value	Count	Frequency (%)
6	1	1.2%
9	1	1.2%
23	1	1.2%
27	1	1.2%
28	1	1.2%

Value	Count	Frequency (%)
60047	1	1.2%
47493	1	1.2%
19795	1	1.2%
19606	1	1.2%
7805	1	1.2%

project_prf_normalised_level_1_pdr_ufp
Real number (ℝ)

Missing

Distinct	63
Distinct (%)	75.0%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.24880952

Minimum	0.2
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	4	4.8%
225	2	2.4%
51	2	2.4%
1105	2	2.4%
125	2	2.4%
606	1	1.2%
326	1	1.2%
600	1	1.2%
667	1	1.2%
52743	1	1.2%
Other values (67)	67	79.8%

Value	Count	Frequency (%)
6	1	1.2%
9	1	1.2%
23	1	1.2%
27	1	1.2%
28	1	1.2%

Value	Count	Frequency (%)
60047	1	1.2%
52743	1	1.2%
47493	1	1.2%
19795	1	1.2%
19606	1	1.2%

Project (PRF) - Normalised Level 1 PDR (ufp)
Real number (ℝ)

Missing

Distinct	65
Distinct (%)	78.3%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.91204819

Minimum	0.1
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0.2
5-th percentile	0.6
Q1	2.25
median	3.5
Q3	11.075
95-th percentile	45.03
Maximum	171
Range	170.8
Interquartile range (IQR)	8.825

Descriptive statistics

Standard deviation	23.75301373
Coefficient of variation (CV)	1.939209985
Kurtosis	25.72346256
Mean	12.24880952
Median Absolute Deviation (MAD)	1.85
Skewness	4.526519351
Sum	1028.9
Variance	564.2056612
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.1
5-th percentile	0.51
Q1	2.35
median	3.6
Q3	12.1
95-th percentile	47.37
Maximum	171
Range	170.9
Interquartile range (IQR)	9.75

Descriptive statistics

Standard deviation	24.1564484
Coefficient of variation (CV)	1.870845589
Kurtosis	23.75351455
Mean	12.91204819
Median Absolute Deviation (MAD)	2.1
Skewness	4.313646939
Sum	1071.7
Variance	583.5339994
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.1
5-th percentile	0.51
Q1	2.35
median	3.6
Q3	12.1
95-th percentile	47.37
Maximum	171
Range	170.9
Interquartile range (IQR)	9.75

Descriptive statistics

Standard deviation	24.1564484
Coefficient of variation (CV)	1.870845589
Kurtosis	23.75351455
Mean	12.91204819
Median Absolute Deviation (MAD)	2.1
Skewness	4.313646939
Sum	1071.7
Variance	583.5339994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.5	3	3.5%
2.8	3	3.5%
2.6	3	3.5%
2	2	2.4%
3.1	2	2.4%
2.1	2	2.4%
0.6	2	2.4%
3.6	2	2.4%
4.4	2	2.4%
2.7	2	2.4%
Other values (53)	61	71.8%

Value	Count	Frequency (%)
0.2	1	1.2%
0.4	2	2.4%
0.5	1	1.2%
0.6	2	2.4%
0.7	2	2.4%

Value	Count	Frequency (%)
171	1	1.2%
102	1	1.2%
53.8	1	1.2%
48.2	1	1.2%
45.3	1	1.2%

project_prf_normalised_pdr_ufp
Real number (ℝ)

Missing

Distinct	62
Distinct (%)	73.8%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.28095238

Minimum	0.5
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8	3	3.6%
3.5	3	3.6%
2	2	2.4%
3	2	2.4%
3.1	2	2.4%
2.1	2	2.4%
3.6	2	2.4%
4.4	2	2.4%
3.9	2	2.4%
2.6	2	2.4%
Other values (55)	61	72.6%

Value	Count	Frequency (%)
0.1	1	1.2%
0.2	1	1.2%
0.4	2	2.4%
0.5	1	1.2%
0.6	1	1.2%

Value	Count	Frequency (%)
171	1	1.2%
102	1	1.2%
53.8	1	1.2%
48.2	1	1.2%
47.6	1	1.2%

Project (PRF) - Normalised PDR (ufp)
Real number (ℝ)

Missing

Distinct	64
Distinct (%)	77.1%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.94457831

Minimum	0.1
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8	3	3.6%
3.5	3	3.6%
2	2	2.4%
3	2	2.4%
3.1	2	2.4%
2.1	2	2.4%
3.6	2	2.4%
4.4	2	2.4%
3.9	2	2.4%
2.6	2	2.4%
Other values (55)	61	72.6%

Value	Count	Frequency (%)
0.1	1	1.2%
0.2	1	1.2%
0.4	2	2.4%
0.5	1	1.2%
0.6	1	1.2%

Value	Count	Frequency (%)
171	1	1.2%
102	1	1.2%
53.8	1	1.2%
48.2	1	1.2%
47.6	1	1.2%

Project (PRF) - Normalised PDR (ufp)
Real number (ℝ)

Missing

Distinct	64
Distinct (%)	77.1%
Missing	1
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.94457831

Minimum	0.1
Maximum	171
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0.5
5-th percentile	0.7
Q1	2.275
median	3.5
Q3	11.075
95-th percentile	45.03
Maximum	171
Range	170.5
Interquartile range (IQR)	8.8

Descriptive statistics

Standard deviation	23.73769549
Coefficient of variation (CV)	1.932887186
Kurtosis	25.77157473
Mean	12.28095238
Median Absolute Deviation (MAD)	1.8
Skewness	4.532061556
Sum	1031.6
Variance	563.478187
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.1
5-th percentile	0.7
Q1	2.45
median	3.6
Q3	12.1
95-th percentile	47.37
Maximum	171
Range	170.9
Interquartile range (IQR)	9.65

Descriptive statistics

Standard deviation	24.14029752
Coefficient of variation (CV)	1.864896402
Kurtosis	23.80033253
Mean	12.94457831
Median Absolute Deviation (MAD)	1.9
Skewness	4.319177978
Sum	1074.4
Variance	582.7539641
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.1
5-th percentile	0.7
Q1	2.45
median	3.6
Q3	12.1
95-th percentile	47.37
Maximum	171
Range	170.9
Interquartile range (IQR)	9.65

Descriptive statistics

Standard deviation	24.14029752
Coefficient of variation (CV)	1.864896402
Kurtosis	23.80033253
Mean	12.94457831
Median Absolute Deviation (MAD)	1.9
Skewness	4.319177978
Sum	1074.4
Variance	582.7539641
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.6	4	4.7%
2.8	3	3.5%
3.5	3	3.5%
0.6	3	3.5%
2	2	2.4%
1.7	2	2.4%
1.9	2	2.4%
3.6	2	2.4%
0.7	2	2.4%
28.2	2	2.4%
Other values (52)	59	69.4%

Value	Count	Frequency (%)
0.5	1	1.2%
0.6	3	3.5%
0.7	2	2.4%
0.8	1	1.2%
0.9	1	1.2%

Value	Count	Frequency (%)
171	1	1.2%
102	1	1.2%
53.8	1	1.2%
48.2	1	1.2%
45.3	1	1.2%

project_prf_defect_density
Real number (ℝ)

Missing Zeros

Distinct	13
Distinct (%)	43.3%
Missing	55
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%
Mean	19.80666667

Minimum	0
Maximum	173.9
Zeros	18
Zeros (%)	21.2%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.8	3	3.6%
2.6	3	3.6%
3.5	3	3.6%
2	2	2.4%
3	2	2.4%
3.1	2	2.4%
3.6	2	2.4%
4.4	2	2.4%
2.7	2	2.4%
1.9	2	2.4%
Other values (54)	60	71.4%

Value	Count	Frequency (%)
0.1	1	1.2%
0.5	1	1.2%
0.6	2	2.4%
0.7	2	2.4%
0.8	1	1.2%

Value	Count	Frequency (%)
171	1	1.2%
102	1	1.2%
53.8	1	1.2%
48.2	1	1.2%
47.6	1	1.2%

Project (PRF) - Defect Density
Real number (ℝ)

Missing Zeros

Distinct	14
Distinct (%)	45.2%
Missing	53
Missing (%)	63.1%
Infinite	0
Infinite (%)	0.0%
Mean	19.22903226

Minimum	0
Maximum	173.9
Zeros	18
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	37.75
95-th percentile	57.74
Maximum	173.9
Range	173.9
Interquartile range (IQR)	37.75

Descriptive statistics

Standard deviation	36.0868104
Coefficient of variation (CV)	1.82195273
Kurtosis	11.02197841
Mean	19.80666667
Median Absolute Deviation (MAD)	0
Skewness	2.940388829
Sum	594.2
Variance	1302.257885
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	32.7
95-th percentile	57.6
Maximum	173.9
Range	173.9
Interquartile range (IQR)	32.7

Descriptive statistics

Standard deviation	35.62573221
Coefficient of variation (CV)	1.852705416
Kurtosis	11.41004597
Mean	19.22903226
Median Absolute Deviation (MAD)	0
Skewness	2.994856081
Sum	596.1
Variance	1269.192796
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	18	21.2%
56.2	1	1.2%
47.6	1	1.2%
43.5	1	1.2%
59	1	1.2%
173.9	1	1.2%
21.3	1	1.2%
51.5	1	1.2%
42.8	1	1.2%
9.2	1	1.2%
Other values (3)	3	3.5%
(Missing)	55	64.7%

Value	Count	Frequency (%)
0	18	21.2%
9.2	1	1.2%
14	1	1.2%
21.3	1	1.2%
22.6	1	1.2%

Value	Count	Frequency (%)
173.9	1	1.2%
59	1	1.2%
56.2	1	1.2%
52.6	1	1.2%
51.5	1	1.2%

project_prf_speed_of_delivery
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	91.5%
Missing	3
Missing (%)	3.5%
Infinite	0
Infinite (%)	0.0%
Mean	59.98292683

Minimum	0.2
Maximum	345
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	18	21.4%
56.2	1	1.2%
47.6	1	1.2%
43.5	1	1.2%
59	1	1.2%
173.9	1	1.2%
21.3	1	1.2%
51.5	1	1.2%
42.8	1	1.2%
9.2	1	1.2%
Other values (4)	4	4.8%
(Missing)	53	63.1%

Value	Count	Frequency (%)
0	18	21.4%
1.9	1	1.2%
9.2	1	1.2%
14	1	1.2%
21.3	1	1.2%

Value	Count	Frequency (%)
173.9	1	1.2%
59	1	1.2%
56.2	1	1.2%
52.6	1	1.2%
51.5	1	1.2%

Project (PRF) - Speed of Delivery
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	92.6%
Missing	3
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	83.38395062

Minimum	0.2
Maximum	2157.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	18	21.4%
56.2	1	1.2%
47.6	1	1.2%
43.5	1	1.2%
59	1	1.2%
173.9	1	1.2%
21.3	1	1.2%
51.5	1	1.2%
42.8	1	1.2%
9.2	1	1.2%
Other values (4)	4	4.8%
(Missing)	53	63.1%

Value	Count	Frequency (%)
0	18	21.4%
1.9	1	1.2%
9.2	1	1.2%
14	1	1.2%
21.3	1	1.2%

Value	Count	Frequency (%)
173.9	1	1.2%
59	1	1.2%
56.2	1	1.2%
52.6	1	1.2%
51.5	1	1.2%

Project (PRF) - Speed of Delivery
Real number (ℝ)

Missing

Distinct	75
Distinct (%)	92.6%
Missing	3
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%
Mean	83.38395062

Minimum	0.2
Maximum	2157.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0.2
5-th percentile	0.805
Q1	2.725
median	28.85
Q3	72.9
95-th percentile	219.625
Maximum	345
Range	344.8
Interquartile range (IQR)	70.175

Descriptive statistics

Standard deviation	78.6888572
Coefficient of variation (CV)	1.311854245
Kurtosis	3.192226824
Mean	59.98292683
Median Absolute Deviation (MAD)	27.3
Skewness	1.846376011
Sum	4918.6
Variance	6191.936248
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.2
5-th percentile	0.8
Q1	3.1
median	29.1
Q3	72.9
95-th percentile	221.4
Maximum	2157.2
Range	2157
Interquartile range (IQR)	69.8

Descriptive statistics

Standard deviation	244.4077175
Coefficient of variation (CV)	2.93111223
Kurtosis	66.75809236
Mean	83.38395062
Median Absolute Deviation (MAD)	27.5
Skewness	7.846185418
Sum	6754.1
Variance	59735.13236
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.2
5-th percentile	0.8
Q1	3.1
median	29.1
Q3	72.9
95-th percentile	221.4
Maximum	2157.2
Range	2157
Interquartile range (IQR)	69.8

Descriptive statistics

Standard deviation	244.4077175
Coefficient of variation (CV)	2.93111223
Kurtosis	66.75809236
Mean	83.38395062
Median Absolute Deviation (MAD)	27.5
Skewness	7.846185418
Sum	6754.1
Variance	59735.13236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.3	3	3.5%
0.8	2	2.4%
1.5	2	2.4%
1.1	2	2.4%
72.9	2	2.4%
121.5	2	2.4%
49.9	1	1.2%
51.7	1	1.2%
14.1	1	1.2%
22.9	1	1.2%
Other values (65)	65	76.5%
(Missing)	3	3.5%

Value	Count	Frequency (%)
0.2	1	1.2%
0.3	1	1.2%
0.4	1	1.2%
0.8	2	2.4%
0.9	1	1.2%

Value	Count	Frequency (%)
345	1	1.2%
342.8	1	1.2%
249.3	1	1.2%
237.5	1	1.2%
220	1	1.2%

project_prf_manpower_delivery_rate
Real number (ℝ)

Missing

Distinct	44
Distinct (%)	80.0%
Missing	30
Missing (%)	35.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.603636364

Minimum	0.2
Maximum	82
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.3	2	2.4%
0.8	2	2.4%
1.5	2	2.4%
1.1	2	2.4%
72.9	2	2.4%
121.5	2	2.4%
49.9	1	1.2%
51.7	1	1.2%
14.1	1	1.2%
74.3	1	1.2%
Other values (65)	65	77.4%
(Missing)	3	3.6%

Value	Count	Frequency (%)
0.2	1	1.2%
0.3	1	1.2%
0.4	1	1.2%
0.8	2	2.4%
0.9	1	1.2%

Value	Count	Frequency (%)
2157.2	1	1.2%
345	1	1.2%
249.3	1	1.2%
237.5	1	1.2%
221.4	1	1.2%

Project (PRF) - Manpower Delivery Rate
Real number (ℝ)

Missing

Distinct	46
Distinct (%)	82.1%
Missing	28
Missing (%)	33.3%
Infinite	0
Infinite (%)	0.0%
Mean	46.05178571

Minimum	0.2
Maximum	2157.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.3	2	2.4%
0.8	2	2.4%
1.5	2	2.4%
1.1	2	2.4%
72.9	2	2.4%
121.5	2	2.4%
49.9	1	1.2%
51.7	1	1.2%
14.1	1	1.2%
74.3	1	1.2%
Other values (65)	65	77.4%
(Missing)	3	3.6%

Value	Count	Frequency (%)
0.2	1	1.2%
0.3	1	1.2%
0.4	1	1.2%
0.8	2	2.4%
0.9	1	1.2%

Value	Count	Frequency (%)
2157.2	1	1.2%
345	1	1.2%
249.3	1	1.2%
237.5	1	1.2%
221.4	1	1.2%

Project (PRF) - Manpower Delivery Rate
Real number (ℝ)

Missing

Distinct	46
Distinct (%)	82.1%
Missing	28
Missing (%)	33.3%
Infinite	0
Infinite (%)	0.0%
Mean	46.05178571

Minimum	0.2
Maximum	2157.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0.2
5-th percentile	0.68
Q1	1.3
median	2.6
Q3	9.5
95-th percentile	18.6
Maximum	82
Range	81.8
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	14.42174238
Coefficient of variation (CV)	1.896690174
Kurtosis	18.9381919
Mean	7.603636364
Median Absolute Deviation (MAD)	1.8
Skewness	4.209259157
Sum	418.2
Variance	207.9866532
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.2
5-th percentile	0.7
Q1	1.375
median	2.95
Q3	9.575
95-th percentile	35.725
Maximum	2157.2
Range	2157
Interquartile range (IQR)	8.2

Descriptive statistics

Standard deviation	287.5976154
Coefficient of variation (CV)	6.245091496
Kurtosis	55.70915661
Mean	46.05178571
Median Absolute Deviation (MAD)	2
Skewness	7.455195178
Sum	2578.9
Variance	82712.38836
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
1.3	4	4.7%
1.5	3	3.5%
0.8	3	3.5%
9.5	3	3.5%
2	2	2.4%
1.1	2	2.4%
2.2	1	1.2%
14.9	1	1.2%
4.5	1	1.2%
10.3	1	1.2%
Other values (34)	34	40.0%
(Missing)	30	35.3%

Value	Count	Frequency (%)
0.2	1	1.2%
0.3	1	1.2%
0.4	1	1.2%
0.8	3	3.5%
0.9	1	1.2%

Value	Count	Frequency (%)
82	1	1.2%
70.3	1	1.2%
24.2	1	1.2%
16.2	1	1.2%
14.9	1	1.2%

project_prf_project_elapsed_time
Real number (ℝ)

Missing

Distinct	20
Distinct (%)	24.1%
Missing	2
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.506024096

Minimum	0.4
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
9.5	3	3.6%
0.8	3	3.6%
1.3	3	3.6%
1.5	3	3.6%
2	2	2.4%
1.1	2	2.4%
82	1	1.2%
14.9	1	1.2%
4.5	1	1.2%
10.3	1	1.2%
Other values (36)	36	42.9%
(Missing)	28	33.3%

Value	Count	Frequency (%)
0.2	1	1.2%
0.3	1	1.2%
0.4	1	1.2%
0.8	3	3.6%
0.9	1	1.2%

Value	Count	Frequency (%)
2157.2	1	1.2%
82	1	1.2%
70.3	1	1.2%
24.2	1	1.2%
16.2	1	1.2%

Project (PRF) - Project Elapsed Time
Real number (ℝ)

Missing

Distinct	21
Distinct (%)	25.6%
Missing	2
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.420731707

Minimum	0.4
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0.4
5-th percentile	0.4
Q1	3
median	4
Q3	12
95-th percentile	12
Maximum	19
Range	18.6
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.025358849
Coefficient of variation (CV)	0.7724162675
Kurtosis	-1.125420457
Mean	6.506024096
Median Absolute Deviation (MAD)	3.6
Skewness	0.4366792968
Sum	540
Variance	25.25423156
Monotonicity	Not monotonic

Quantile statistics

Minimum	0.4
5-th percentile	0.4
Q1	2.625
median	4
Q3	12
95-th percentile	12
Maximum	19
Range	18.6
Interquartile range (IQR)	9.375

Descriptive statistics

Standard deviation	5.03056676
Coefficient of variation (CV)	0.7834880804
Kurtosis	-1.091461644
Mean	6.420731707
Median Absolute Deviation (MAD)	3.45
Skewness	0.4716632628
Sum	526.5
Variance	25.30660193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
12	24	28.2%
3	19	22.4%
0.4	7	8.2%
5	4	4.7%
2	4	4.7%
0.7	4	4.7%
8	3	3.5%
4	3	3.5%
7	2	2.4%
10	2	2.4%
Other values (10)	11	12.9%

Value	Count	Frequency (%)
0.4	7	8.2%
0.7	4	4.7%
1	1	1.2%
1.1	1	1.2%
1.4	1	1.2%

Value	Count	Frequency (%)
19	1	1.2%
18	1	1.2%
15	1	1.2%
14.8	1	1.2%
12	24	28.2%

project_prf_team_size_group
Text

Distinct	9
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
12	23	27.4%
3	19	22.6%
0.4	7	8.3%
5	4	4.8%
2	4	4.8%
0.7	4	4.8%
8	3	3.6%
9	2	2.4%
4	2	2.4%
10	2	2.4%
Other values (11)	12	14.3%

Value	Count	Frequency (%)
0.4	7	8.3%
0.7	4	4.8%
1	1	1.2%
1.1	1	1.2%
1.4	1	1.2%

Value	Count	Frequency (%)
19	1	1.2%
18	1	1.2%
15	1	1.2%
14.8	1	1.2%
12	23	27.4%

Project (PRF) - Team Size Group
Text

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	5
Mean length	3.682352941
Min length	1

Characters and Unicode

Total characters	313
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	2.4%

Sample

1st row	1
2nd row	Missing
3rd row	Missing
4th row	9-14
5th row	1

Value	Count	Frequency (%)
missing	27	31.8%
1	22	25.9%
5-8	12	14.1%
2	9	10.6%
3-4	7	8.2%
9-14	4	4.7%
21-30	2	2.4%
41-50	1	1.2%
61-70	1	1.2%

Length

Max length	7
Median length	5
Mean length	3.619047619
Min length	1

Characters and Unicode

Total characters	304
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	1
2nd row	Missing
3rd row	Missing
4th row	9-14
5th row	1

Value	Count	Frequency (%)
missing	25	29.8%
1	22	26.2%
5-8	12	14.3%
2	9	10.7%
3-4	7	8.3%
9-14	4	4.8%
21-30	2	2.4%
41-50	2	2.4%
61-70	1	1.2%

Length

Max length	7
Median length	5
Mean length	3.619047619
Min length	1

Characters and Unicode

Total characters	304
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	1
2nd row	Missing
3rd row	Missing
4th row	9-14
5th row	1

Value	Count	Frequency (%)
missing	25	29.8%
1	22	26.2%
5-8	12	14.3%
2	9	10.7%
3-4	7	8.3%
9-14	4	4.8%
21-30	2	2.4%
41-50	2	2.4%
61-70	1	1.2%

Most occurring characters

Value	Count	Frequency (%)
i	54	17.3%
s	54	17.3%
1	30	9.6%
M	27	8.6%
n	27	8.6%
g	27	8.6%
-	27	8.6%
5	13	4.2%
8	12	3.8%
4	12	3.8%
Other values (6)	30	9.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	313	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	54	17.3%
s	54	17.3%
1	30	9.6%
M	27	8.6%
n	27	8.6%
g	27	8.6%
-	27	8.6%
5	13	4.2%
8	12	3.8%
4	12	3.8%
Other values (6)	30	9.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	313	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	54	17.3%
s	54	17.3%
1	30	9.6%
M	27	8.6%
n	27	8.6%
g	27	8.6%
-	27	8.6%
5	13	4.2%
8	12	3.8%
4	12	3.8%
Other values (6)	30	9.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	313	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	54	17.3%
s	54	17.3%
1	30	9.6%
M	27	8.6%
n	27	8.6%
g	27	8.6%
-	27	8.6%
5	13	4.2%
8	12	3.8%
4	12	3.8%
Other values (6)	30	9.6%

project_prf_max_team_size
Real number (ℝ)

Missing

Distinct	13
Distinct (%)	22.4%
Missing	27
Missing (%)	31.8%
Infinite	0
Infinite (%)	0.0%
Mean	5.672413793

Minimum	1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Project (PRF) - Max Team Size
Real number (ℝ)

Missing

Distinct	14
Distinct (%)	23.7%
Missing	25
Missing (%)	29.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.355932203

Minimum	1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	304	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	50	16.4%
s	50	16.4%
1	31	10.2%
-	28	9.2%
M	25	8.2%
n	25	8.2%
g	25	8.2%
5	14	4.6%
4	13	4.3%
8	12	3.9%
Other values (6)	31	10.2%

Project (PRF) - Max Team Size
Real number (ℝ)

Missing

Distinct	14
Distinct (%)	23.7%
Missing	25
Missing (%)	29.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.355932203

Minimum	1
Maximum	68
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	22.6
Maximum	68
Range	67
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	10.70724944
Coefficient of variation (CV)	1.887600205
Kurtosis	21.90482408
Mean	5.672413793
Median Absolute Deviation (MAD)	1
Skewness	4.390223236
Sum	329
Variance	114.6451906
Monotonicity	Not monotonic

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	5
95-th percentile	27.5
Maximum	68
Range	67
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	11.84200984
Coefficient of variation (CV)	1.863142881
Kurtosis	14.90606172
Mean	6.355932203
Median Absolute Deviation (MAD)	1
Skewness	3.712722913
Sum	375
Variance	140.233197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	22	25.9%
5	10	11.8%
2	9	10.6%
4	5	5.9%
8	2	2.4%
3	2	2.4%
10	2	2.4%
9	1	1.2%
22	1	1.2%
26	1	1.2%
Other values (3)	3	3.5%
(Missing)	27	31.8%

Value	Count	Frequency (%)
1	22	25.9%
2	9	10.6%
3	2	2.4%
4	5	5.9%
5	10	11.8%

Value	Count	Frequency (%)
68	1	1.2%
41	1	1.2%
26	1	1.2%
22	1	1.2%
11	1	1.2%

process_pmf_development_methodologies
Text

Distinct	8
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	22	26.2%
5	10	11.9%
2	9	10.7%
4	5	6.0%
8	2	2.4%
3	2	2.4%
10	2	2.4%
9	1	1.2%
22	1	1.2%
26	1	1.2%
Other values (4)	4	4.8%
(Missing)	25	29.8%

Value	Count	Frequency (%)
1	22	26.2%
2	9	10.7%
3	2	2.4%
4	5	6.0%
5	10	11.9%

Value	Count	Frequency (%)
68	1	1.2%
46	1	1.2%
41	1	1.2%
26	1	1.2%
22	1	1.2%

Process (PMF) - Development Methodologies
Text

Distinct	10
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	22	26.2%
5	10	11.9%
2	9	10.7%
4	5	6.0%
8	2	2.4%
3	2	2.4%
10	2	2.4%
9	1	1.2%
22	1	1.2%
26	1	1.2%
Other values (4)	4	4.8%
(Missing)	25	29.8%

Value	Count	Frequency (%)
1	22	26.2%
2	9	10.7%
3	2	2.4%
4	5	6.0%
5	10	11.9%

Value	Count	Frequency (%)
68	1	1.2%
46	1	1.2%
41	1	1.2%
26	1	1.2%
22	1	1.2%

Process (PMF) - Development Methodologies
Text

Distinct	10
Distinct (%)	11.9%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	77
Median length	17
Mean length	23
Min length	7

Characters and Unicode

Total characters	1955
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	4.7%

Sample

1st row	agile development
2nd row	agile development
3rd row	agile development
4th row	agile development
5th row	agile development

Value	Count	Frequency (%)
development	77	33.2%
agile	76	32.8%
process	23	9.9%
unified	12	5.2%
personal	11	4.7%
software	11	4.7%
psp	11	4.7%
missing	4	1.7%
scrum	1	0.4%
iterative	1	0.4%
Other values (5)	5	2.2%

Length

Max length	131
Median length	18
Mean length	25.44047619
Min length	7

Characters and Unicode

Total characters	2137
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	7.1%

Sample

1st row	Agile Development;
2nd row	Agile Development;
3rd row	Agile Development;
4th row	Agile Development;
5th row	Agile Development;

Value	Count	Frequency (%)
agile	75	34.7%
development	65	30.1%
process	23	10.6%
software	11	5.1%
psp);unified	11	5.1%
development;personal	6	2.8%
personal	5	2.3%
missing	4	1.9%
application	2	0.9%
teams	1	0.5%
Other values (13)	13	6.0%

Length

Max length	131
Median length	18
Mean length	25.44047619
Min length	7

Characters and Unicode

Total characters	2137
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	7.1%

Sample

1st row	Agile Development;
2nd row	Agile Development;
3rd row	Agile Development;
4th row	Agile Development;
5th row	Agile Development;

Value	Count	Frequency (%)
agile	75	34.7%
development	65	30.1%
process	23	10.6%
software	11	5.1%
psp);unified	11	5.1%
development;personal	6	2.8%
personal	5	2.3%
missing	4	1.9%
application	2	0.9%
teams	1	0.5%
Other values (13)	13	6.0%

Most occurring characters

Value	Count	Frequency (%)
e	367	18.8%
l	167	8.5%
	147	7.5%
p	135	6.9%
o	125	6.4%
i	115	5.9%
n	108	5.5%
a	104	5.3%
t	95	4.9%
d	90	4.6%
Other values (14)	502	25.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1955	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	367	18.8%
l	167	8.5%
	147	7.5%
p	135	6.9%
o	125	6.4%
i	115	5.9%
n	108	5.5%
a	104	5.3%
t	95	4.9%
d	90	4.6%
Other values (14)	502	25.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1955	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	367	18.8%
l	167	8.5%
	147	7.5%
p	135	6.9%
o	125	6.4%
i	115	5.9%
n	108	5.5%
a	104	5.3%
t	95	4.9%
d	90	4.6%
Other values (14)	502	25.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1955	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	367	18.8%
l	167	8.5%
	147	7.5%
p	135	6.9%
o	125	6.4%
i	115	5.9%
n	108	5.5%
a	104	5.3%
t	95	4.9%
d	90	4.6%
Other values (14)	502	25.7%

process_pmf_docs
Real number (ℝ)

Distinct	12
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.176470588

Minimum	1
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Process (PMF) - Docs
Real number (ℝ)

Distinct	13
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.511904762

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2137	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	374	17.5%
l	169	7.9%
	132	6.2%
o	130	6.1%
i	124	5.8%
n	114	5.3%
;	111	5.2%
t	100	4.7%
m	86	4.0%
p	82	3.8%
Other values (27)	715	33.5%

Process (PMF) - Docs
Real number (ℝ)

Distinct	13
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.511904762

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	6
Q3	17
95-th percentile	18
Maximum	19
Range	18
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	5.93451661
Coefficient of variation (CV)	0.6467101434
Kurtosis	-1.417464828
Mean	9.176470588
Median Absolute Deviation (MAD)	3
Skewness	0.5930214267
Sum	780
Variance	35.21848739
Monotonicity	Not monotonic

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	6
Q3	17
95-th percentile	18
Maximum	20
Range	19
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.066884331
Coefficient of variation (CV)	0.6378201299
Kurtosis	-1.538101274
Mean	9.511904762
Median Absolute Deviation (MAD)	3
Skewness	0.4826263648
Sum	799
Variance	36.80708548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	25	29.4%
18	15	17.6%
3	14	16.5%
5	12	14.1%
17	6	7.1%
16	4	4.7%
7	3	3.5%
11	2	2.4%
14	1	1.2%
15	1	1.2%
Other values (2)	2	2.4%

Value	Count	Frequency (%)
1	1	1.2%
3	14	16.5%
5	12	14.1%
6	25	29.4%
7	3	3.5%

Value	Count	Frequency (%)
19	1	1.2%
18	15	17.6%
17	6	7.1%
16	4	4.7%
15	1	1.2%

tech_tf_architecture
Text

Distinct	5
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
6	24	28.6%
18	15	17.9%
3	14	16.7%
5	10	11.9%
17	6	7.1%
16	4	4.8%
7	3	3.6%
15	2	2.4%
11	2	2.4%
14	1	1.2%
Other values (3)	3	3.6%

Value	Count	Frequency (%)
1	1	1.2%
3	14	16.7%
5	10	11.9%
6	24	28.6%
7	3	3.6%

Value	Count	Frequency (%)
20	1	1.2%
19	1	1.2%
18	15	17.9%
17	6	7.1%
16	4	4.8%

Tech (TF) - Architecture
Text

Distinct	5
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	36
Median length	13
Mean length	19.04705882
Min length	7

Characters and Unicode

Total characters	1619
Distinct characters	23
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	stand-alone
2nd row	Missing
3rd row	Missing
4th row	client-server
5th row	stand-alone

Value	Count	Frequency (%)
stand-alone	30	14.9%
multi-tier	30	14.9%
with	29	14.4%
web	29	14.4%
public	29	14.4%
interface	29	14.4%
missing	15	7.5%
client-server	10	5.0%

Length

Max length	36
Median length	13
Mean length	18.57142857
Min length	7

Characters and Unicode

Total characters	1560
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Stand alone
2nd row	Missing
3rd row	Missing
4th row	Client server
5th row	Stand alone

Value	Count	Frequency (%)
stand	30	12.9%
alone	30	12.9%
multi-tier	28	12.0%
with	27	11.6%
web	27	11.6%
public	27	11.6%
interface	27	11.6%
missing	15	6.4%
client	11	4.7%
server	11	4.7%

Length

Max length	36
Median length	13
Mean length	18.57142857
Min length	7

Characters and Unicode

Total characters	1560
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Stand alone
2nd row	Missing
3rd row	Missing
4th row	Client server
5th row	Stand alone

Value	Count	Frequency (%)
stand	30	12.9%
alone	30	12.9%
multi-tier	28	12.0%
with	27	11.6%
web	27	11.6%
public	27	11.6%
interface	27	11.6%
missing	15	6.4%
client	11	4.7%
server	11	4.7%

Most occurring characters

Value	Count	Frequency (%)
i	187	11.6%
e	177	10.9%
t	158	9.8%
	116	7.2%
n	114	7.0%
l	99	6.1%
a	89	5.5%
r	79	4.9%
s	70	4.3%
-	70	4.3%
Other values (13)	460	28.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1619	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	187	11.6%
e	177	10.9%
t	158	9.8%
	116	7.2%
n	114	7.0%
l	99	6.1%
a	89	5.5%
r	79	4.9%
s	70	4.3%
-	70	4.3%
Other values (13)	460	28.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1619	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	187	11.6%
e	177	10.9%
t	158	9.8%
	116	7.2%
n	114	7.0%
l	99	6.1%
a	89	5.5%
r	79	4.9%
s	70	4.3%
-	70	4.3%
Other values (13)	460	28.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1619	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	187	11.6%
e	177	10.9%
t	158	9.8%
	116	7.2%
n	114	7.0%
l	99	6.1%
a	89	5.5%
r	79	4.9%
s	70	4.3%
-	70	4.3%
Other values (13)	460	28.4%

tech_tf_client_server
Text

Distinct	3
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Tech (TF) - Client Server?
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1560	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	178	11.4%
e	172	11.0%
t	151	9.7%
	149	9.6%
n	113	7.2%
l	96	6.2%
a	87	5.6%
r	77	4.9%
u	55	3.5%
w	54	3.5%
Other values (14)	428	27.4%

Tech (TF) - Client Server?
Text

Distinct	3
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	7
Mean length	5.552941176
Min length	2

Characters and Unicode

Total characters	472
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	yes
5th row	Missing

Value	Count	Frequency (%)
missing	55	64.7%
yes	27	31.8%
no	3	3.5%

Length

Max length	7
Median length	7
Mean length	5.428571429
Min length	2

Characters and Unicode

Total characters	456
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Yes
5th row	Missing

Value	Count	Frequency (%)
missing	52	61.9%
yes	28	33.3%
no	4	4.8%

Length

Max length	7
Median length	7
Mean length	5.428571429
Min length	2

Characters and Unicode

Total characters	456
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Yes
5th row	Missing

Value	Count	Frequency (%)
missing	52	61.9%
yes	28	33.3%
no	4	4.8%

Most occurring characters

Value	Count	Frequency (%)
s	137	29.0%
i	110	23.3%
n	58	12.3%
M	55	11.7%
g	55	11.7%
y	27	5.7%
e	27	5.7%
o	3	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	472	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	137	29.0%
i	110	23.3%
n	58	12.3%
M	55	11.7%
g	55	11.7%
y	27	5.7%
e	27	5.7%
o	3	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	472	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	137	29.0%
i	110	23.3%
n	58	12.3%
M	55	11.7%
g	55	11.7%
y	27	5.7%
e	27	5.7%
o	3	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	472	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	137	29.0%
i	110	23.3%
n	58	12.3%
M	55	11.7%
g	55	11.7%
y	27	5.7%
e	27	5.7%
o	3	0.6%

tech_tf_server_roles
Text

Distinct	13
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Tech (TF) - Client Roles
Text

Distinct	11
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	456	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	132	28.9%
i	104	22.8%
M	52	11.4%
n	52	11.4%
g	52	11.4%
Y	28	6.1%
e	28	6.1%
N	4	0.9%
o	4	0.9%

Tech (TF) - Client Roles
Text

Distinct	11
Distinct (%)	13.1%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	162
Median length	7
Mean length	18.45882353
Min length	7

Characters and Unicode

Total characters	1569
Distinct characters	32
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	8.2%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	html/web server; security/authentication
5th row	Missing

Value	Count	Frequency (%)
missing	59	34.5%
server	36	21.1%
security/authentication	17	9.9%
html/web	15	8.8%
database	14	8.2%
multi-user	3	1.8%
legacy	3	1.8%
application	3	1.8%
print	2	1.2%
mail	2	1.2%
Other values (15)	17	9.9%

Length

Max length	119
Median length	7
Mean length	19.1547619
Min length	7

Characters and Unicode

Total characters	1609
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	7.1%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Data entry & validation;Data retrieval & presentation;Web/HTML browser;
5th row	Missing

Value	Count	Frequency (%)
missing	58	29.6%
	17	8.7%
browser	16	8.2%
web/html	13	6.6%
entry	9	4.6%
validation;data	8	4.1%
retrieval	8	4.1%
a	6	3.1%
run	6	3.1%
computer-human	6	3.1%
Other values (18)	49	25.0%

Length

Max length	119
Median length	7
Mean length	19.1547619
Min length	7

Characters and Unicode

Total characters	1609
Distinct characters	36
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	7.1%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Data entry & validation;Data retrieval & presentation;Web/HTML browser;
5th row	Missing

Value	Count	Frequency (%)
missing	58	29.6%
	17	8.7%
browser	16	8.2%
web/html	13	6.6%
entry	9	4.6%
validation;data	8	4.1%
retrieval	8	4.1%
a	6	3.1%
run	6	3.1%
computer-human	6	3.1%
Other values (18)	49	25.0%

Most occurring characters

Value	Count	Frequency (%)
s	197	12.6%
i	191	12.2%
e	150	9.6%
t	115	7.3%
n	105	6.7%
r	98	6.2%
a	93	5.9%
	86	5.5%
g	66	4.2%
M	59	3.8%
Other values (22)	409	26.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1569	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	197	12.6%
i	191	12.2%
e	150	9.6%
t	115	7.3%
n	105	6.7%
r	98	6.2%
a	93	5.9%
	86	5.5%
g	66	4.2%
M	59	3.8%
Other values (22)	409	26.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1569	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	197	12.6%
i	191	12.2%
e	150	9.6%
t	115	7.3%
n	105	6.7%
r	98	6.2%
a	93	5.9%
	86	5.5%
g	66	4.2%
M	59	3.8%
Other values (22)	409	26.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1569	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	197	12.6%
i	191	12.2%
e	150	9.6%
t	115	7.3%
n	105	6.7%
r	98	6.2%
a	93	5.9%
	86	5.5%
g	66	4.2%
M	59	3.8%
Other values (22)	409	26.1%

tech_tf_web_development
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Tech (TF) - Server Roles
Text

Distinct	13
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1609	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	180	11.2%
s	163	10.1%
e	127	7.9%
n	124	7.7%
	112	7.0%
r	99	6.2%
a	94	5.8%
t	79	4.9%
M	75	4.7%
g	66	4.1%
Other values (26)	490	30.5%

Tech (TF) - Server Roles
Text

Distinct	13
Distinct (%)	15.5%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	7
Mean length	5.4
Min length	3

Characters and Unicode

Total characters	459
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	51	60.0%
web	34	40.0%

Length

Max length	157
Median length	7
Mean length	18.82142857
Min length	7

Characters and Unicode

Total characters	1581
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	8.3%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	HTML/web server;Security/authentication;
5th row	Missing

Value	Count	Frequency (%)
missing	57	40.7%
database	15	10.7%
server;html/web	12	8.6%
server;security/authentication	10	7.1%
server	6	4.3%
security/authentication	6	4.3%
html/web	4	2.9%
legacy	3	2.1%
application	3	2.1%
print	2	1.4%
Other values (18)	22	15.7%

Length

Max length	157
Median length	7
Mean length	18.82142857
Min length	7

Characters and Unicode

Total characters	1581
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7 ?
Unique (%)	8.3%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	HTML/web server;Security/authentication;
5th row	Missing

Value	Count	Frequency (%)
missing	57	40.7%
database	15	10.7%
server;html/web	12	8.6%
server;security/authentication	10	7.1%
server	6	4.3%
security/authentication	6	4.3%
html/web	4	2.9%
legacy	3	2.1%
application	3	2.1%
print	2	1.4%
Other values (18)	22	15.7%

Most occurring characters

Value	Count	Frequency (%)
i	102	22.2%
s	102	22.2%
M	51	11.1%
n	51	11.1%
g	51	11.1%
w	34	7.4%
e	34	7.4%
b	34	7.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	459	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	102	22.2%
s	102	22.2%
M	51	11.1%
n	51	11.1%
g	51	11.1%
w	34	7.4%
e	34	7.4%
b	34	7.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	459	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	102	22.2%
s	102	22.2%
M	51	11.1%
n	51	11.1%
g	51	11.1%
w	34	7.4%
e	34	7.4%
b	34	7.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	459	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	102	22.2%
s	102	22.2%
M	51	11.1%
n	51	11.1%
g	51	11.1%
w	34	7.4%
e	34	7.4%
b	34	7.4%

tech_tf_dbms_used
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Tech (TF) - Web Development
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Most occurring characters

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1581	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	186	11.8%
s	179	11.3%
e	156	9.9%
n	103	6.5%
r	102	6.5%
t	100	6.3%
a	96	6.1%
M	79	5.0%
g	64	4.0%
;	60	3.8%
Other values (31)	456	28.8%

Tech (TF) - Web Development
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	3
Mean length	4.364705882
Min length	3

Characters and Unicode

Total characters	371
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	yes
2nd row	Missing
3rd row	Missing
4th row	yes
5th row	yes

Value	Count	Frequency (%)
yes	56	65.9%
missing	29	34.1%

Length

Max length	7
Median length	7
Mean length	5.380952381
Min length	3

Characters and Unicode

Total characters	452
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	50	59.5%
web	34	40.5%

Length

Max length	7
Median length	7
Mean length	5.380952381
Min length	3

Characters and Unicode

Total characters	452
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	Missing
3rd row	Missing
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	50	59.5%
web	34	40.5%

Most occurring characters

Value	Count	Frequency (%)
s	114	30.7%
i	58	15.6%
y	56	15.1%
e	56	15.1%
M	29	7.8%
n	29	7.8%
g	29	7.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	371	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	114	30.7%
i	58	15.6%
y	56	15.1%
e	56	15.1%
M	29	7.8%
n	29	7.8%
g	29	7.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	371	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	114	30.7%
i	58	15.6%
y	56	15.1%
e	56	15.1%
M	29	7.8%
n	29	7.8%
g	29	7.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	371	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	114	30.7%
i	58	15.6%
y	56	15.1%
e	56	15.1%
M	29	7.8%
n	29	7.8%
g	29	7.8%

tech_tf_tools_used
Real number (ℝ)

Missing Zeros

Distinct	6
Distinct (%)	11.1%
Missing	31
Missing (%)	36.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.722222222

Minimum	0
Maximum	7
Zeros	21
Zeros (%)	24.7%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Most occurring characters

Value	Count	Frequency (%)
i	100	22.1%
s	100	22.1%
M	50	11.1%
n	50	11.1%
g	50	11.1%
W	34	7.5%
e	34	7.5%
b	34	7.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	452	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	100	22.1%
s	100	22.1%
M	50	11.1%
n	50	11.1%
g	50	11.1%
W	34	7.5%
e	34	7.5%
b	34	7.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	452	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	100	22.1%
s	100	22.1%
M	50	11.1%
n	50	11.1%
g	50	11.1%
W	34	7.5%
e	34	7.5%
b	34	7.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	452	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	100	22.1%
s	100	22.1%
M	50	11.1%
n	50	11.1%
g	50	11.1%
W	34	7.5%
e	34	7.5%
b	34	7.5%

Tech (TF) - DBMS Used
Text

Distinct	2
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	7
Median length	3
Mean length	4.285714286
Min length	3

Characters and Unicode

Total characters	360
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	Missing
3rd row	Missing
4th row	Yes
5th row	Yes

Value	Count	Frequency (%)
yes	57	67.9%
missing	27	32.1%

Most occurring characters

Value	Count	Frequency (%)
s	111	30.8%
Y	57	15.8%
e	57	15.8%
i	54	15.0%
M	27	7.5%
n	27	7.5%
g	27	7.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	111	30.8%
Y	57	15.8%
e	57	15.8%
i	54	15.0%
M	27	7.5%
n	27	7.5%
g	27	7.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	111	30.8%
Y	57	15.8%
e	57	15.8%
i	54	15.0%
M	27	7.5%
n	27	7.5%
g	27	7.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	360	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	111	30.8%
Y	57	15.8%
e	57	15.8%
i	54	15.0%
M	27	7.5%
n	27	7.5%
g	27	7.5%

Tech (TF) - Tools Used
Real number (ℝ)

Zeros

Distinct	9
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.988095238

Minimum	0
Maximum	9
Zeros	28
Zeros (%)	33.3%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	2
95-th percentile	4.35
Maximum	7
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.698130678
Coefficient of variation (CV)	0.9860113613
Kurtosis	0.342813046
Mean	1.722222222
Median Absolute Deviation (MAD)	2
Skewness	0.7903310464
Sum	93
Variance	2.883647799
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	3
95-th percentile	5
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.916912978
Coefficient of variation (CV)	0.9641957493
Kurtosis	1.467476251
Mean	1.988095238
Median Absolute Deviation (MAD)	2
Skewness	1.068645087
Sum	167
Variance	3.674555364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	21	24.7%
0	21	24.7%
4	7	8.2%
3	2	2.4%
5	2	2.4%
7	1	1.2%
(Missing)	31	36.5%

Value	Count	Frequency (%)
0	21	24.7%
2	21	24.7%
3	2	2.4%
4	7	8.2%
5	2	2.4%

Value	Count	Frequency (%)
7	1	1.2%
5	2	2.4%
4	7	8.2%
3	2	2.4%
2	21	24.7%

people_prf_project_manage_changes
Real number (ℝ)

Missing Zeros

Distinct	3
Distinct (%)	10.0%
Missing	55
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.2

Minimum	0
Maximum	2
Zeros	25
Zeros (%)	29.4%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	32	38.1%
0	28	33.3%
4	14	16.7%
3	2	2.4%
7	2	2.4%
5	2	2.4%
1	2	2.4%
6	1	1.2%
9	1	1.2%

Value	Count	Frequency (%)
0	28	33.3%
1	2	2.4%
2	32	38.1%
3	2	2.4%
4	14	16.7%

Value	Count	Frequency (%)
9	1	1.2%
7	2	2.4%
6	1	1.2%
5	2	2.4%
4	14	16.7%

People (PRF) - Project manage changes
Real number (ℝ)

Missing Zeros

Distinct	3
Distinct (%)	9.4%
Missing	52
Missing (%)	61.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.1875

Minimum	0
Maximum	2
Zeros	27
Zeros (%)	32.1%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	32	38.1%
0	28	33.3%
4	14	16.7%
3	2	2.4%
7	2	2.4%
5	2	2.4%
1	2	2.4%
6	1	1.2%
9	1	1.2%

Value	Count	Frequency (%)
0	28	33.3%
1	2	2.4%
2	32	38.1%
3	2	2.4%
4	14	16.7%

Value	Count	Frequency (%)
9	1	1.2%
7	2	2.4%
6	1	1.2%
5	2	2.4%
4	14	16.7%

People (PRF) - Project manage changes
Real number (ℝ)

Missing Zeros

Distinct	3
Distinct (%)	9.4%
Missing	52
Missing (%)	61.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.1875

Minimum	0
Maximum	2
Zeros	27
Zeros (%)	32.1%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4842341981
Coefficient of variation (CV)	2.421170991
Kurtosis	6.05659911
Mean	0.2
Median Absolute Deviation (MAD)	0
Skewness	2.498964423
Sum	6
Variance	0.2344827586
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4709290749
Coefficient of variation (CV)	2.511621733
Kurtosis	6.692112853
Mean	0.1875
Median Absolute Deviation (MAD)	0
Skewness	2.609927853
Sum	6
Variance	0.2217741935
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4709290749
Coefficient of variation (CV)	2.511621733
Kurtosis	6.692112853
Mean	0.1875
Median Absolute Deviation (MAD)	0
Skewness	2.609927853
Sum	6
Variance	0.2217741935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	25	29.4%
1	4	4.7%
2	1	1.2%
(Missing)	55	64.7%

Value	Count	Frequency (%)
0	25	29.4%
1	4	4.7%
2	1	1.2%

Value	Count	Frequency (%)
2	1	1.2%
1	4	4.7%
0	25	29.4%

people_prf_personnel_changes
Real number (ℝ)

Missing Zeros

Distinct	5
Distinct (%)	16.7%
Missing	55
Missing (%)	64.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.7666666667

Minimum	0
Maximum	12
Zeros	21
Zeros (%)	24.7%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	27	32.1%
1	4	4.8%
2	1	1.2%
(Missing)	52	61.9%

Value	Count	Frequency (%)
0	27	32.1%
1	4	4.8%
2	1	1.2%

Value	Count	Frequency (%)
2	1	1.2%
1	4	4.8%
0	27	32.1%

People (PRF) - Personnel changes
Real number (ℝ)

Missing Zeros

Distinct	5
Distinct (%)	15.6%
Missing	52
Missing (%)	61.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.78125

Minimum	0
Maximum	12
Zeros	22
Zeros (%)	26.2%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
0	27	32.1%
1	4	4.8%
2	1	1.2%
(Missing)	52	61.9%

Value	Count	Frequency (%)
0	27	32.1%
1	4	4.8%
2	1	1.2%

Value	Count	Frequency (%)
2	1	1.2%
1	4	4.8%
0	27	32.1%

People (PRF) - Personnel changes
Real number (ℝ)

Missing Zeros

Distinct	5
Distinct (%)	15.6%
Missing	52
Missing (%)	61.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.78125

Minimum	0
Maximum	12
Zeros	22
Zeros (%)	26.2%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2.55
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.238893405
Coefficient of variation (CV)	2.920295745
Kurtosis	23.60303678
Mean	0.7666666667
Median Absolute Deviation (MAD)	0
Skewness	4.678441019
Sum	23
Variance	5.012643678
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2.45
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.181067732
Coefficient of variation (CV)	2.791766697
Kurtosis	24.15841254
Mean	0.78125
Median Absolute Deviation (MAD)	0
Skewness	4.696312295
Sum	25
Variance	4.757056452
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2.45
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.181067732
Coefficient of variation (CV)	2.791766697
Kurtosis	24.15841254
Mean	0.78125
Median Absolute Deviation (MAD)	0
Skewness	4.696312295
Sum	25
Variance	4.757056452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	21	24.7%
1	6	7.1%
3	1	1.2%
2	1	1.2%
12	1	1.2%
(Missing)	55	64.7%

Value	Count	Frequency (%)
0	21	24.7%
1	6	7.1%
2	1	1.2%
3	1	1.2%
12	1	1.2%

Value	Count	Frequency (%)
12	1	1.2%
3	1	1.2%
2	1	1.2%
1	6	7.1%
0	21	24.7%

project_prf_total_project_cost
Real number (ℝ)

Missing

Distinct	27
Distinct (%)	96.4%
Missing	57
Missing (%)	67.1%
Infinite	0
Infinite (%)	0.0%
Mean	100125.6071

Minimum	4871
Maximum	765000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	22	26.2%
1	6	7.1%
2	2	2.4%
3	1	1.2%
12	1	1.2%
(Missing)	52	61.9%

Value	Count	Frequency (%)
0	22	26.2%
1	6	7.1%
2	2	2.4%
3	1	1.2%
12	1	1.2%

Value	Count	Frequency (%)
12	1	1.2%
3	1	1.2%
2	2	2.4%
1	6	7.1%
0	22	26.2%

Project (PRF) - Total project cost
Real number (ℝ)

Missing

Distinct	28
Distinct (%)	96.6%
Missing	55
Missing (%)	65.5%
Infinite	0
Infinite (%)	0.0%
Mean	106224.7241

Minimum	4871
Maximum	765000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	22	26.2%
1	6	7.1%
2	2	2.4%
3	1	1.2%
12	1	1.2%
(Missing)	52	61.9%

Value	Count	Frequency (%)
0	22	26.2%
1	6	7.1%
2	2	2.4%
3	1	1.2%
12	1	1.2%

Value	Count	Frequency (%)
12	1	1.2%
3	1	1.2%
2	2	2.4%
1	6	7.1%
0	22	26.2%

Project (PRF) - Total project cost
Real number (ℝ)

Missing

Distinct	28
Distinct (%)	96.6%
Missing	55
Missing (%)	65.5%
Infinite	0
Infinite (%)	0.0%
Mean	106224.7241

Minimum	4871
Maximum	765000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	804.0 B

Quantile statistics

Minimum	4871
5-th percentile	8074.85
Q1	15580.25
median	56237.5
Q3	73325
95-th percentile	539460
Maximum	765000
Range	760129
Interquartile range (IQR)	57744.75

Descriptive statistics

Standard deviation	190572.8228
Coefficient of variation (CV)	1.9033375
Kurtosis	10.36681363
Mean	100125.6071
Median Absolute Deviation (MAD)	36570
Skewness	3.3442196
Sum	2803517
Variance	3.63180008 × 10¹⁰
Monotonicity	Not monotonic

Quantile statistics

Minimum	4871
5-th percentile	8136.4
Q1	15680
median	57035
Q3	81500
95-th percentile	569800
Maximum	765000
Range	760129
Interquartile range (IQR)	65820

Descriptive statistics

Standard deviation	189999.2288
Coefficient of variation (CV)	1.78865354
Kurtosis	9.500334319
Mean	106224.7241
Median Absolute Deviation (MAD)	39875
Skewness	3.172943192
Sum	3080517
Variance	3.609970696 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
765000	2	2.4%
69850	1	1.2%
61435	1	1.2%
15680	1	1.2%
68200	1	1.2%
7644	1	1.2%
31465	1	1.2%
120600	1	1.2%
70600	1	1.2%
10180	1	1.2%
Other values (17)	17	20.0%
(Missing)	57	67.1%

Value	Count	Frequency (%)
4871	1	1.2%
7644	1	1.2%
8875	1	1.2%
10180	1	1.2%
13880	1	1.2%

Value	Count	Frequency (%)
765000	2	2.4%
120600	1	1.2%
104200	1	1.2%
100200	1	1.2%
90300	1	1.2%

project_prf_cost_currency
Text

Distinct	3
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	812.0 B

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
765000	2	2.4%
90300	1	1.2%
15680	1	1.2%
68200	1	1.2%
7644	1	1.2%
31465	1	1.2%
120600	1	1.2%
70600	1	1.2%
10180	1	1.2%
30300	1	1.2%
Other values (18)	18	21.4%
(Missing)	55	65.5%

Value	Count	Frequency (%)
4871	1	1.2%
7644	1	1.2%
8875	1	1.2%
10180	1	1.2%
13880	1	1.2%

Value	Count	Frequency (%)
765000	2	2.4%
277000	1	1.2%
120600	1	1.2%
104200	1	1.2%
100200	1	1.2%

Project (PRF) - Cost currency
Text

Distinct	4
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
765000	2	2.4%
90300	1	1.2%
15680	1	1.2%
68200	1	1.2%
7644	1	1.2%
31465	1	1.2%
120600	1	1.2%
70600	1	1.2%
10180	1	1.2%
30300	1	1.2%
Other values (18)	18	21.4%
(Missing)	55	65.5%

Value	Count	Frequency (%)
4871	1	1.2%
7644	1	1.2%
8875	1	1.2%
10180	1	1.2%
13880	1	1.2%

Value	Count	Frequency (%)
765000	2	2.4%
277000	1	1.2%
120600	1	1.2%
104200	1	1.2%
100200	1	1.2%

Project (PRF) - Cost currency
Text

Distinct	4
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	804.0 B

Length

Max length	14
Median length	7
Mean length	9.388235294
Min length	7

Characters and Unicode

Total characters	798
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Missing
2nd row	european, euro
3rd row	european, euro
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	56	49.1%
european	16	14.0%
euro	16	14.0%
canada	13	11.4%
dollar	13	11.4%

Length

Max length	21
Median length	7
Mean length	9.583333333
Min length	7

Characters and Unicode

Total characters	805
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Missing
2nd row	European, euro
3rd row	European, euro
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	54	47.0%
european	16	13.9%
euro	16	13.9%
dollar	14	12.2%
canada	13	11.3%
united	1	0.9%
states	1	0.9%

Length

Max length	21
Median length	7
Mean length	9.583333333
Min length	7

Characters and Unicode

Total characters	805
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.2%

Sample

1st row	Missing
2nd row	European, euro
3rd row	European, euro
4th row	Missing
5th row	Missing

Value	Count	Frequency (%)
missing	54	47.0%
european	16	13.9%
euro	16	13.9%
dollar	14	12.2%
canada	13	11.3%
united	1	0.9%
states	1	0.9%

Most occurring characters

Value	Count	Frequency (%)
i	112	14.0%
s	112	14.0%
n	85	10.7%
a	68	8.5%
M	56	7.0%
g	56	7.0%
e	48	6.0%
r	45	5.6%
o	45	5.6%
u	32	4.0%
Other values (6)	139	17.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	798	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	112	14.0%
s	112	14.0%
n	85	10.7%
a	68	8.5%
M	56	7.0%
g	56	7.0%
e	48	6.0%
r	45	5.6%
o	45	5.6%
u	32	4.0%
Other values (6)	139	17.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	798	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	112	14.0%
s	112	14.0%
n	85	10.7%
a	68	8.5%
M	56	7.0%
g	56	7.0%
e	48	6.0%
r	45	5.6%
o	45	5.6%
u	32	4.0%
Other values (6)	139	17.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	798	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	112	14.0%
s	112	14.0%
n	85	10.7%
a	68	8.5%
M	56	7.0%
g	56	7.0%
e	48	6.0%
r	45	5.6%
o	45	5.6%
u	32	4.0%
Other values (6)	139	17.4%

Overview

Variables

ISBSG Dataset Profiling Report

Overview

Variables

ISBSG Dataset Profiling Report

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories